---
title: "Discussion on \"Per-Agent Cost Tracking: Why Your LLM Analytics Are Probably Wrong\" | Hashnode"
description: "Discussion on \"Per-Agent Cost Tracking: Why Your LLM Analytics Are Probably Wrong\". A technical guide to building three-dimensional cost tracking for LLM APIs (per-agent, per-model, per-hour), including production code examples and strategies for real-time budget enforcement."
url: "https://hashnode.com/posts/per-agent-cost-tracking-why-your-llm-analytics-are-probably-wrong/69fd8a1c3dd56a1aad27a1e5"
---

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# [Per-Agent Cost Tracking: Why Your LLM Analytics Are Probably Wrong](https://awxglobal.hashnode.dev/per-agent-cost-tracking-why-your-llm-analytics-are-probably-wrong?utm_source=hashnode&utm_medium=feed)

A technical guide to building three-dimensional cost tracking for LLM APIs (per-agent, per-model, per-hour), including production code examples and strategies for real-time budget enforcement.

May 8 · 4 min read · awxglobal.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#analytics](https://hashnode.com/tag/analytics)
-   [#monitoring](https://hashnode.com/tag/monitoring)
-   [#openai](https://hashnode.com/tag/openai)
-   [#spend](https://hashnode.com/tag/spend)

## Written by

[AwxGlobal](https://hashnode.com/@awxglobal)

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Hard budget cap for AI agents - blocks before it hits OpenAI

Hard budget enforcement for AI agents. Drop-in proxy that blocks OpenAI/Anthropic calls before they're made when an agent exceeds its daily limit.

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